Xinyi Xu

Predicting the Young’s Modulus of Silicate Glasses using High-Throughput Molecular Dynamics Simulations and Machine Learning

Kai Yang, Xinyi Xu, Benjamin Yang et al. · Scientific Reports · 2019 · 176 citations · Full text

Prediction of the Young's modulus of silicate glasses by topological constraint theory

Kai Yang, Benjamin Yang, Xinyi Xu et al. · Journal of Non-Crystalline Solids · 2019 · 48 citations

Materials Science, Glass-ceramic, Engineering +10

Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning

Xinyi Xu, Lingjuan Lyu, Xingjun Ma et al. · Neural Information Processing Systems · 2021 · 32 citations

Artificial Intelligence, Engineering, Machine Learning +10

Machine Learning Enabled Models to Predict Sulfur Solubility in Nuclear Waste Glasses

Xinyi Xu, Taihao Han, Jie Huang et al. · ACS Applied Materials & Interfaces · 2021 · 23 citations · Full text

Structural drivers controlling sulfur solubility in alkali aluminoborosilicate glasses

Xinyi Xu, Randall E. Youngman, Saurabh Kapoor et al. · Journal of the American Ceramic Society · 2021 · 18 citations · Full text

Materials Science, Materials Engineering, Chemical Engineering +14